Affiliate Disclosure

1. What Affiliate Marketing Is

Affiliate marketing is a system where a website (like AI Error Hub) receives a small commission when a visitor clicks a special tracking link and then makes a purchase from the linked company. The visitor pays the same price they would pay otherwise — the commission comes from the retailer's marketing budget, not an extra charge to you.

Many developer-focused websites use affiliate marketing as a revenue source because it aligns incentives: we only earn if we recommend products people actually want to buy. Well-known examples include Wirecutter (owned by The New York Times), Tom's Hardware, and most credit card comparison sites.

2. FTC Compliance Statement

In accordance with the Federal Trade Commission's 16 CFR Part 255 ("Guides Concerning the Use of Endorsements and Testimonials in Advertising") and the FTC's .com Disclosures guidance, we clearly disclose our material connections with the products and services we recommend.

AI Error Hub is operated as a for-profit publication. We accept compensation for advertising, sponsorships, and affiliate relationships. This compensation may impact which products we cover but does not impact our editorial opinions or recommendations.

3. Our Affiliate Partners

We participate in the following affiliate programs (list updated as programs change):

3.1 Amazon Associates Program

We are participants in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to Amazon.com and affiliated websites. Amazon links typically apply to books, hardware, developer accessories, and educational materials.

3.2 AI Provider Referral Programs

Where AI providers offer partner or referral programs to publishers, we participate to earn credit or commission when readers sign up. Current or potential partnerships include:

• OpenAI Platform referrals (when available to publishers)
• Anthropic Claude API referrals (when available)
• Cursor referral program
• Replit affiliate program
• Various hosting providers (Vercel, Railway, Cloudflare)

3.3 Developer Tool Affiliate Programs

Software companies whose tools we've tested and recommend, including:

• Observability platforms (Datadog, Sentry, LogRocket)
• Newsletter platforms (Beehiiv, ConvertKit)
• Payment processing (Stripe partner program)
• Analytics tools (Fathom, Plausible)
• Database services (Neon, Supabase)
• API monitoring services (Better Stack, UptimeRobot)

3.4 Educational Platform Affiliates

Learning platforms with AI development content:

• Udemy course affiliate program
• Coursera affiliate program
• Educative.io affiliate program
• Certain book publishers (O'Reilly, Manning)

This list is not exhaustive and may change. New partnerships are added as we test products we believe our audience would benefit from.

4. How Affiliate Links Work

When you click an affiliate link on AI Error Hub, here's what happens technically:

1. Your browser follows the link, which contains our unique tracking identifier
2. The retailer's website drops a cookie recognizing you came from us
3. You browse and purchase as normal — the price is unchanged
4. If you purchase within the affiliate program's cookie duration (typically 24 hours to 30 days), we receive a commission
5. The retailer pays us out of their marketing budget, at no extra cost to you

5. Our Editorial Commitment

Specifically:

• Testing before recommending: Every product we link with affiliate codes has been tested by our team in real conditions
• Honest verdicts: When affiliate products underperform, we say so explicitly
• Free alternatives named: If free tools solve the same problem as paid ones we link to, we mention them prominently
• No pay-for-placement: We don't accept payment to add affiliate links to editorial content
• Affiliate parity: Two competing products with affiliate programs are evaluated on features, not commission rates

6. How We Label Affiliate Links

You'll typically see affiliate links marked in one of these ways:

• An asterisk (*) after the link text
• A parenthetical note "(affiliate link)" near the link
• A disclosure at the top of articles containing multiple affiliate links: "This article contains affiliate links"
• A "Sponsored Content" or "Contains Affiliate Links" tag at the top of articles where affiliates are prominent

All Amazon links follow Amazon's required disclosure format.

7. Your Choice and Alternatives

You are never obligated to use our affiliate links. If you'd like to purchase a recommended product without giving us commission, you can:

• Search directly for the product name on Google
• Type the product's URL directly into your browser
• Use a different affiliate link if you support another creator

We appreciate readers who use our affiliate links because that revenue keeps AI Error Hub free — but the choice is yours, and it should be.

8. Commission Ranges

For transparency, here are typical commission rates in the affiliate programs we participate in:

Program Type	Typical Commission	Cookie Duration
Amazon Associates (hardware)	2-4% of purchase	24 hours
Amazon Associates (digital)	4-8% of purchase	24 hours
SaaS affiliate programs	15-30% of first-year subscription	30-90 days
Recurring SaaS commissions	10-20% of monthly recurring revenue	Duration of customer subscription
Course platform affiliates	20-50% of course purchase	30 days
Enterprise referral programs	5-15% of contract value	Deal-based, 90+ days

9. Earnings Disclosure

As a small publication, our affiliate revenue is a modest portion of overall site income. Approximately:

• Display advertising: 55-65% of revenue
• Direct sponsorships: 20-30% of revenue
• Affiliate commissions: 10-20% of revenue
• Newsletter sponsorships: 5-10% of revenue

Percentages are approximate and fluctuate month-to-month. As the site grows, this distribution may shift.

10. No Influence on Editorial

To reiterate our editorial firewall:

• Affiliate partners do not review our content before publication
• Affiliate partners cannot request changes to our coverage of their products
• Negative reviews of affiliate partner products remain published if warranted
• We may drop affiliate partnerships if a partner's product quality declines
• We may end partnerships if a partner requests preferential coverage

This firewall exists because our credibility is our most valuable asset. Trading it for short-term commission would be a bad long-term business decision — and violate our values.

11. Affiliate Tracking and Privacy

Affiliate links use tracking cookies from the retailer, not from us. These cookies:

• Are set by the affiliate network (Amazon, ShareASale, PartnerStack, etc.)
• Track only that you came from AI Error Hub
• Do not share your personal information with us
• Expire after the program's cookie duration
• Can be blocked using standard browser privacy settings

See our Cookie Policy for full details on how cookies work on our site.

12. Questions About Affiliate Content

If you have questions about a specific affiliate relationship, want to understand why we recommend a particular product, or spot an affiliate link that should be labeled better, email us:

Related pages:

• Editorial Standards — Our approach to editorial independence
• Privacy Policy — How we handle your data
• Disclaimer — Content accuracy and third-party trademarks
• Cookie Policy — Cookies used on our site